Data Management

Data extraction, transformation, and migration. Clean source data is the difference between an implementation that lands on time and one that unravels in testing. We prepare it before it moves.

Pull complete data out of systems that were never built to release it.

Legacy HRIS platforms, on-premise payroll systems, spreadsheets maintained by one person for a decade. We work through each source, document what exists, and extract it without losing history.

• Source discovery and field-level inventory
• Historical records, effective dating, and audit trails preserved
• Repeatable extracts for parallel testing cycles

Every field mapped, standardized, and validated.

• Mapping and normalization — Source values are translated into destination formats and code sets, with the rules documented so anyone can trace a decision later.
• Cleansing and deduplication — Duplicates, orphaned records, blanks, and contradictions are resolved with your team rather than silently overwritten.
• Validation — Row counts, control totals, and business rule checks run at every load so errors surface before they reach production.
• Load and reconciliation — Data is staged, loaded, and reconciled against agreed totals, with a signed record of what moved and when.

Know exactly what your data contains before you move it.

We start with a source assessment and a written readiness picture. Request an assessment →

Also on our main site: www.momentumdatasolutions.com/data-management